Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 980 |
| Missing cells | 410 |
| Missing cells (%) | 1.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 168.6 KiB |
| Average record size in memory | 176.1 B |
Variable types
| Categorical | 8 |
|---|---|
| Text | 1 |
| Numeric | 13 |
price is highly overall correlated with avg_rating and 8 other fields | High correlation |
avg_rating is highly overall correlated with price and 11 other fields | High correlation |
processor_speed is highly overall correlated with price and 9 other fields | High correlation |
battery_capacity is highly overall correlated with brand_name | High correlation |
fast_charging is highly overall correlated with price and 8 other fields | High correlation |
ram_capacity is highly overall correlated with price and 11 other fields | High correlation |
internal_memory is highly overall correlated with price and 9 other fields | High correlation |
screen_size is highly overall correlated with brand_name | High correlation |
refresh_rate is highly overall correlated with price and 9 other fields | High correlation |
primary_camera_rear is highly overall correlated with avg_rating and 4 other fields | High correlation |
primary_camera_front is highly overall correlated with price and 5 other fields | High correlation |
resolution_height is highly overall correlated with price and 9 other fields | High correlation |
resolution_width is highly overall correlated with price and 6 other fields | High correlation |
brand_name is highly overall correlated with battery_capacity and 5 other fields | High correlation |
5G_or_not is highly overall correlated with avg_rating and 8 other fields | High correlation |
processor_brand is highly overall correlated with brand_name and 3 other fields | High correlation |
num_cores is highly overall correlated with processor_speed and 4 other fields | High correlation |
fast_charging_available is highly overall correlated with avg_rating and 6 other fields | High correlation |
num_rear_cameras is highly overall correlated with fast_charging_available | High correlation |
os is highly overall correlated with brand_name and 2 other fields | High correlation |
extended_memory_available is highly overall correlated with processor_speed and 2 other fields | High correlation |
num_cores is highly imbalanced (70.4%) | Imbalance |
os is highly imbalanced (77.0%) | Imbalance |
avg_rating has 101 (10.3%) missing values | Missing |
processor_brand has 20 (2.0%) missing values | Missing |
processor_speed has 42 (4.3%) missing values | Missing |
battery_capacity has 11 (1.1%) missing values | Missing |
fast_charging has 211 (21.5%) missing values | Missing |
os has 14 (1.4%) missing values | Missing |
model has unique values | Unique |
Reproduction
| Analysis started | 2023-10-22 10:44:19.545082 |
|---|---|
| Analysis finished | 2023-10-22 10:44:50.833629 |
| Duration | 31.29 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
brand_name
Categorical
HIGH CORRELATION
| Distinct | 46 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
| xiaomi | |
|---|---|
| samsung | |
| vivo | |
| realme | |
| oppo | |
| Other values (41) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 5.5357143 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5425 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | apple |
|---|---|
| 2nd row | apple |
| 3rd row | apple |
| 4th row | apple |
| 5th row | apple |
Common Values
| Value | Count | Frequency (%) |
| xiaomi | 134 | |
| samsung | 132 | |
| vivo | 111 | |
| realme | 97 | |
| oppo | 88 | |
| motorola | 52 | 5.3% |
| apple | 46 | 4.7% |
| oneplus | 42 | 4.3% |
| poco | 41 | 4.2% |
| tecno | 33 | 3.4% |
| Other values (36) | 204 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| xiaomi | 134 | |
| samsung | 132 | |
| vivo | 111 | |
| realme | 97 | |
| oppo | 88 | |
| motorola | 52 | 5.3% |
| apple | 46 | 4.7% |
| oneplus | 42 | 4.3% |
| poco | 41 | 4.2% |
| tecno | 33 | 3.4% |
| Other values (36) | 204 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 907 | |
| i | 570 | |
| a | 522 | |
| m | 424 | 7.8% |
| e | 386 | 7.1% |
| p | 352 | 6.5% |
| s | 331 | 6.1% |
| n | 322 | 5.9% |
| l | 293 | 5.4% |
| v | 233 | 4.3% |
| Other values (16) | 1085 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5425 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 907 | |
| i | 570 | |
| a | 522 | |
| m | 424 | 7.8% |
| e | 386 | 7.1% |
| p | 352 | 6.5% |
| s | 331 | 6.1% |
| n | 322 | 5.9% |
| l | 293 | 5.4% |
| v | 233 | 4.3% |
| Other values (16) | 1085 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5425 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 907 | |
| i | 570 | |
| a | 522 | |
| m | 424 | 7.8% |
| e | 386 | 7.1% |
| p | 352 | 6.5% |
| s | 331 | 6.1% |
| n | 322 | 5.9% |
| l | 293 | 5.4% |
| v | 233 | 4.3% |
| Other values (16) | 1085 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5425 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 907 | |
| i | 570 | |
| a | 522 | |
| m | 424 | 7.8% |
| e | 386 | 7.1% |
| p | 352 | 6.5% |
| s | 331 | 6.1% |
| n | 322 | 5.9% |
| l | 293 | 5.4% |
| v | 233 | 4.3% |
| Other values (16) | 1085 |
model
Text
UNIQUE
| Distinct | 980 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
Length
| Max length | 50 |
|---|---|
| Median length | 39 |
| Mean length | 20.370408 |
| Min length | 6 |
Characters and Unicode
| Total characters | 19963 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 980 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Apple iPhone 11 |
|---|---|
| 2nd row | Apple iPhone 11 (128GB) |
| 3rd row | Apple iPhone 11 Pro Max |
| 4th row | Apple iPhone 12 |
| 5th row | Apple iPhone 12 (128GB) |
| Value | Count | Frequency (%) |
| 5g | 307 | 7.1% |
| ram | 221 | 5.1% |
| 215 | 5.0% | |
| pro | 202 | 4.7% |
| 128gb | 135 | 3.1% |
| xiaomi | 134 | 3.1% |
| samsung | 132 | 3.0% |
| galaxy | 132 | 3.0% |
| vivo | 111 | 2.6% |
| redmi | 103 | 2.4% |
| Other values (514) | 2639 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3351 | 16.8% | |
| o | 1240 | 6.2% |
| G | 1007 | 5.0% |
| i | 885 | 4.4% |
| a | 876 | 4.4% |
| e | 813 | 4.1% |
| 1 | 608 | 3.0% |
| P | 585 | 2.9% |
| 2 | 539 | 2.7% |
| l | 515 | 2.6% |
| Other values (56) | 9544 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7890 | |
| Uppercase Letter | 5088 | |
| Space Separator | 3351 | |
| Decimal Number | 2912 | 14.6% |
| Close Punctuation | 250 | 1.3% |
| Open Punctuation | 250 | 1.3% |
| Math Symbol | 221 | 1.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1007 | |
| P | 585 | |
| B | 473 | |
| R | 469 | |
| M | 408 | |
| A | 402 | 7.9% |
| O | 293 | 5.8% |
| S | 236 | 4.6% |
| X | 207 | 4.1% |
| N | 183 | 3.6% |
| Other values (16) | 825 |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1240 | |
| i | 885 | |
| a | 876 | |
| e | 813 | |
| l | 515 | 6.5% |
| m | 502 | 6.4% |
| n | 463 | 5.9% |
| r | 407 | 5.2% |
| s | 290 | 3.7% |
| t | 285 | 3.6% |
| Other values (15) | 1614 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 608 | |
| 2 | 539 | |
| 5 | 502 | |
| 8 | 257 | |
| 0 | 236 | 8.1% |
| 6 | 223 | 7.7% |
| 3 | 199 | 6.8% |
| 4 | 192 | 6.6% |
| 9 | 93 | 3.2% |
| 7 | 63 | 2.2% |
Space Separator
| Value | Count | Frequency (%) |
| 3351 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 250 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 250 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 221 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12978 | |
| Common | 6985 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1240 | 9.6% |
| G | 1007 | 7.8% |
| i | 885 | 6.8% |
| a | 876 | 6.7% |
| e | 813 | 6.3% |
| P | 585 | 4.5% |
| l | 515 | 4.0% |
| m | 502 | 3.9% |
| B | 473 | 3.6% |
| R | 469 | 3.6% |
| Other values (41) | 5613 |
Common
| Value | Count | Frequency (%) |
| 3351 | ||
| 1 | 608 | 8.7% |
| 2 | 539 | 7.7% |
| 5 | 502 | 7.2% |
| 8 | 257 | 3.7% |
| ) | 250 | 3.6% |
| ( | 250 | 3.6% |
| 0 | 236 | 3.4% |
| 6 | 223 | 3.2% |
| + | 221 | 3.2% |
| Other values (5) | 548 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19963 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3351 | 16.8% | |
| o | 1240 | 6.2% |
| G | 1007 | 5.0% |
| i | 885 | 4.4% |
| a | 876 | 4.4% |
| e | 813 | 4.1% |
| 1 | 608 | 3.0% |
| P | 585 | 2.9% |
| 2 | 539 | 2.7% |
| l | 515 | 2.6% |
| Other values (56) | 9544 |
price
Real number (ℝ)
HIGH CORRELATION
| Distinct | 379 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32520.504 |
| Minimum | 3499 |
|---|---|
| Maximum | 650000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 3499 |
|---|---|
| 5-th percentile | 7395.05 |
| Q1 | 12999 |
| median | 19994.5 |
| Q3 | 35491.5 |
| 95-th percentile | 99990.45 |
| Maximum | 650000 |
| Range | 646501 |
| Interquartile range (IQR) | 22492.5 |
Descriptive statistics
| Standard deviation | 39531.813 |
|---|---|
| Coefficient of variation (CV) | 1.2155966 |
| Kurtosis | 79.191922 |
| Mean | 32520.504 |
| Median Absolute Deviation (MAD) | 8995.5 |
| Skewness | 6.591791 |
| Sum | 31870094 |
| Variance | 1.5627642 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14999 | 21 | 2.1% |
| 11999 | 17 | 1.7% |
| 19990 | 17 | 1.7% |
| 19999 | 16 | 1.6% |
| 16999 | 16 | 1.6% |
| 17999 | 15 | 1.5% |
| 15999 | 15 | 1.5% |
| 13999 | 15 | 1.5% |
| 8999 | 14 | 1.4% |
| 12999 | 14 | 1.4% |
| Other values (369) | 820 |
| Value | Count | Frequency (%) |
| 3499 | 1 | |
| 3890 | 1 | |
| 3990 | 1 | |
| 3999 | 1 | |
| 4499 | 1 | |
| 4649 | 1 | |
| 4787 | 1 | |
| 4999 | 1 | |
| 5249 | 1 | |
| 5299 | 1 |
| Value | Count | Frequency (%) |
| 650000 | 1 | |
| 480000 | 1 | |
| 239999 | 1 | |
| 214990 | 1 | |
| 199990 | 1 | |
| 182999 | 1 | |
| 179900 | 1 | |
| 172999 | 1 | |
| 169900 | 1 | |
| 169000 | 1 |
avg_rating
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 101 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.8258248 |
| Minimum | 6 |
|---|---|
| Maximum | 8.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6.3 |
| Q1 | 7.4 |
| median | 8 |
| Q3 | 8.4 |
| 95-th percentile | 8.8 |
| Maximum | 8.9 |
| Range | 2.9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.74028543 |
|---|---|
| Coefficient of variation (CV) | 0.094595197 |
| Kurtosis | -0.30068137 |
| Mean | 7.8258248 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.6989993 |
| Sum | 6878.9 |
| Variance | 0.54802253 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 8.4 | 60 | 6.1% |
| 8.2 | 58 | 5.9% |
| 8.3 | 55 | 5.6% |
| 7.5 | 53 | 5.4% |
| 8.5 | 50 | 5.1% |
| 8 | 49 | 5.0% |
| 8.6 | 47 | 4.8% |
| 7.9 | 45 | 4.6% |
| 7.7 | 38 | 3.9% |
| 7.8 | 36 | 3.7% |
| Other values (20) | 388 | |
| (Missing) | 101 | 10.3% |
| Value | Count | Frequency (%) |
| 6 | 12 | |
| 6.1 | 15 | |
| 6.2 | 11 | |
| 6.3 | 10 | |
| 6.4 | 10 | |
| 6.5 | 14 | |
| 6.6 | 15 | |
| 6.7 | 13 | |
| 6.8 | 13 | |
| 6.9 | 18 |
| Value | Count | Frequency (%) |
| 8.9 | 35 | |
| 8.8 | 26 | |
| 8.7 | 33 | |
| 8.6 | 47 | |
| 8.5 | 50 | |
| 8.4 | 60 | |
| 8.3 | 55 | |
| 8.2 | 58 | |
| 8.1 | 35 | |
| 8 | 49 |
5G_or_not
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 980 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 549 | |
| 0 | 431 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 549 | |
| 0 | 431 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 549 | |
| 0 | 431 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 549 | |
| 0 | 431 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 549 | |
| 0 | 431 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 549 | |
| 0 | 431 |
processor_brand
Categorical
HIGH CORRELATION MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 20 |
| Missing (%) | 2.0% |
| Memory size | 7.8 KiB |
| snapdragon | |
|---|---|
| helio | |
| dimensity | |
| exynos | |
| bionic | |
| Other values (8) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.053125 |
| Min length | 5 |
Characters and Unicode
| Total characters | 7731 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | bionic |
|---|---|
| 2nd row | bionic |
| 3rd row | bionic |
| 4th row | bionic |
| 5th row | bionic |
Common Values
| Value | Count | Frequency (%) |
| snapdragon | 413 | |
| helio | 201 | |
| dimensity | 177 | |
| exynos | 50 | 5.1% |
| bionic | 45 | 4.6% |
| unisoc | 26 | 2.7% |
| tiger | 24 | 2.4% |
| 9 | 0.9% | |
| kirin | 7 | 0.7% |
| spreadtrum | 4 | 0.4% |
| Other values (3) | 4 | 0.4% |
| (Missing) | 20 | 2.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| snapdragon | 413 | |
| helio | 201 | |
| dimensity | 177 | |
| exynos | 50 | 5.2% |
| bionic | 45 | 4.7% |
| unisoc | 26 | 2.7% |
| tiger | 24 | 2.5% |
| 9 | 0.9% | |
| kirin | 7 | 0.7% |
| spreadtrum | 4 | 0.4% |
| Other values (3) | 4 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1132 | |
| a | 833 | |
| o | 754 | |
| i | 711 | |
| s | 673 | |
| d | 595 | |
| e | 467 | 6.0% |
| g | 455 | 5.9% |
| r | 452 | 5.8% |
| p | 417 | 5.4% |
| Other values (15) | 1242 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7723 | |
| Decimal Number | 8 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1132 | |
| a | 833 | |
| o | 754 | |
| i | 711 | |
| s | 673 | |
| d | 595 | |
| e | 467 | 6.0% |
| g | 455 | 5.9% |
| r | 452 | 5.9% |
| p | 417 | 5.4% |
| Other values (11) | 1234 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 2 | |
| 8 | 2 | |
| 6 | 2 | |
| 3 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7723 | |
| Common | 8 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1132 | |
| a | 833 | |
| o | 754 | |
| i | 711 | |
| s | 673 | |
| d | 595 | |
| e | 467 | 6.0% |
| g | 455 | 5.9% |
| r | 452 | 5.9% |
| p | 417 | 5.4% |
| Other values (11) | 1234 |
Common
| Value | Count | Frequency (%) |
| 9 | 2 | |
| 8 | 2 | |
| 6 | 2 | |
| 3 | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1132 | |
| a | 833 | |
| o | 754 | |
| i | 711 | |
| s | 673 | |
| d | 595 | |
| e | 467 | 6.0% |
| g | 455 | 5.9% |
| r | 452 | 5.8% |
| p | 417 | 5.4% |
| Other values (15) | 1242 |
num_cores
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 6 |
| Missing (%) | 0.6% |
| Memory size | 7.8 KiB |
| 8.0 | |
|---|---|
| 6.0 | 39 |
| 4.0 | 36 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2922 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6.0 |
|---|---|
| 2nd row | 6.0 |
| 3rd row | 6.0 |
| 4th row | 6.0 |
| 5th row | 6.0 |
Common Values
| Value | Count | Frequency (%) |
| 8.0 | 899 | |
| 6.0 | 39 | 4.0% |
| 4.0 | 36 | 3.7% |
| (Missing) | 6 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8.0 | 899 | |
| 6.0 | 39 | 4.0% |
| 4.0 | 36 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 974 | |
| 0 | 974 | |
| 8 | 899 | |
| 6 | 39 | 1.3% |
| 4 | 36 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1948 | |
| Other Punctuation | 974 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 974 | |
| 8 | 899 | |
| 6 | 39 | 2.0% |
| 4 | 36 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 974 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2922 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 974 | |
| 0 | 974 | |
| 8 | 899 | |
| 6 | 39 | 1.3% |
| 4 | 36 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2922 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 974 | |
| 0 | 974 | |
| 8 | 899 | |
| 6 | 39 | 1.3% |
| 4 | 36 | 1.2% |
processor_speed
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 35 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 42 |
| Missing (%) | 4.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4272175 |
| Minimum | 1.2 |
|---|---|
| Maximum | 3.22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 2.05 |
| median | 2.3 |
| Q3 | 2.84 |
| 95-th percentile | 3.2 |
| Maximum | 3.22 |
| Range | 2.02 |
| Interquartile range (IQR) | 0.79 |
Descriptive statistics
| Standard deviation | 0.46408956 |
|---|---|
| Coefficient of variation (CV) | 0.1912023 |
| Kurtosis | -0.66666684 |
| Mean | 2.4272175 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.18833557 |
| Sum | 2276.73 |
| Variance | 0.21537912 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 2 | 146 | |
| 2.2 | 135 | |
| 2.4 | 128 | |
| 3.2 | 94 | |
| 2.3 | 86 | |
| 3 | 53 | 5.4% |
| 2.84 | 36 | 3.7% |
| 2.05 | 28 | 2.9% |
| 2.5 | 23 | 2.3% |
| 1.8 | 23 | 2.3% |
| Other values (25) | 186 | |
| (Missing) | 42 | 4.3% |
| Value | Count | Frequency (%) |
| 1.2 | 1 | 0.1% |
| 1.3 | 10 | 1.0% |
| 1.4 | 5 | 0.5% |
| 1.5 | 4 | 0.4% |
| 1.6 | 20 | 2.0% |
| 1.8 | 23 | 2.3% |
| 1.82 | 10 | 1.0% |
| 1.95 | 1 | 0.1% |
| 1.99 | 1 | 0.1% |
| 2 | 146 |
| Value | Count | Frequency (%) |
| 3.22 | 18 | 1.8% |
| 3.2 | 94 | |
| 3.13 | 2 | 0.2% |
| 3.1 | 15 | 1.5% |
| 3.05 | 8 | 0.8% |
| 3 | 53 | |
| 2.96 | 3 | 0.3% |
| 2.9 | 13 | 1.3% |
| 2.86 | 3 | 0.3% |
| 2.85 | 19 | 1.9% |
battery_capacity
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 89 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 11 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4817.7482 |
| Minimum | 1821 |
|---|---|
| Maximum | 22000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 1821 |
|---|---|
| 5-th percentile | 3500 |
| Q1 | 4500 |
| median | 5000 |
| Q3 | 5000 |
| 95-th percentile | 6000 |
| Maximum | 22000 |
| Range | 20179 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 1009.5401 |
|---|---|
| Coefficient of variation (CV) | 0.20954604 |
| Kurtosis | 154.67898 |
| Mean | 4817.7482 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.2609863 |
| Sum | 4668398 |
| Variance | 1019171.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5000 | 487 | |
| 4500 | 97 | 9.9% |
| 6000 | 60 | 6.1% |
| 4000 | 42 | 4.3% |
| 4700 | 27 | 2.8% |
| 4300 | 24 | 2.4% |
| 4800 | 18 | 1.8% |
| 4200 | 13 | 1.3% |
| 5020 | 11 | 1.1% |
| 4600 | 10 | 1.0% |
| Other values (79) | 180 | 18.4% |
| (Missing) | 11 | 1.1% |
| Value | Count | Frequency (%) |
| 1821 | 1 | |
| 1900 | 1 | |
| 2000 | 1 | |
| 2050 | 1 | |
| 2150 | 1 | |
| 2230 | 1 | |
| 2275 | 1 | |
| 2400 | 1 | |
| 2438 | 1 | |
| 2500 | 1 |
| Value | Count | Frequency (%) |
| 22000 | 1 | 0.1% |
| 21000 | 1 | 0.1% |
| 9800 | 1 | 0.1% |
| 8000 | 1 | 0.1% |
| 7000 | 6 | 0.6% |
| 6000 | 60 | |
| 5600 | 1 | 0.1% |
| 5500 | 4 | 0.4% |
| 5200 | 3 | 0.3% |
| 5180 | 1 | 0.1% |
fast_charging_available
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 980 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 837 | |
| 0 | 143 | 14.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 837 | |
| 0 | 143 | 14.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 837 | |
| 0 | 143 | 14.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 837 | |
| 0 | 143 | 14.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 837 | |
| 0 | 143 | 14.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 837 | |
| 0 | 143 | 14.6% |
fast_charging
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 32 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 211 |
| Missing (%) | 21.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.126138 |
| Minimum | 10 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 18 |
| median | 33 |
| Q3 | 66 |
| 95-th percentile | 120 |
| Maximum | 240 |
| Range | 230 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 34.27787 |
|---|---|
| Coefficient of variation (CV) | 0.74313331 |
| Kurtosis | 3.4102676 |
| Mean | 46.126138 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.6455706 |
| Sum | 35471 |
| Variance | 1174.9723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 33 | 152 | |
| 18 | 128 | |
| 67 | 65 | 6.6% |
| 25 | 53 | 5.4% |
| 120 | 46 | 4.7% |
| 15 | 43 | 4.4% |
| 80 | 42 | 4.3% |
| 66 | 37 | 3.8% |
| 10 | 33 | 3.4% |
| 30 | 32 | 3.3% |
| Other values (22) | 138 | |
| (Missing) | 211 |
| Value | Count | Frequency (%) |
| 10 | 33 | 3.4% |
| 15 | 43 | 4.4% |
| 18 | 128 | |
| 19 | 1 | 0.1% |
| 20 | 10 | 1.0% |
| 21 | 2 | 0.2% |
| 22 | 5 | 0.5% |
| 25 | 53 | |
| 27 | 1 | 0.1% |
| 30 | 32 | 3.3% |
| Value | Count | Frequency (%) |
| 240 | 1 | 0.1% |
| 210 | 2 | 0.2% |
| 200 | 1 | 0.1% |
| 180 | 1 | 0.1% |
| 165 | 1 | 0.1% |
| 150 | 7 | 0.7% |
| 135 | 1 | 0.1% |
| 125 | 6 | 0.6% |
| 120 | 46 | |
| 100 | 7 | 0.7% |
ram_capacity
Real number (ℝ)
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5602041 |
| Minimum | 1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7443782 |
|---|---|
| Coefficient of variation (CV) | 0.41833732 |
| Kurtosis | 0.99536819 |
| Mean | 6.5602041 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.74589618 |
| Sum | 6429 |
| Variance | 7.5316118 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 8 | 339 | |
| 6 | 234 | |
| 4 | 217 | |
| 12 | 86 | 8.8% |
| 3 | 54 | 5.5% |
| 2 | 32 | 3.3% |
| 16 | 9 | 0.9% |
| 1 | 7 | 0.7% |
| 18 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.7% |
| 2 | 32 | 3.3% |
| 3 | 54 | 5.5% |
| 4 | 217 | |
| 6 | 234 | |
| 8 | 339 | |
| 12 | 86 | 8.8% |
| 16 | 9 | 0.9% |
| 18 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.2% |
| 16 | 9 | 0.9% |
| 12 | 86 | 8.8% |
| 8 | 339 | |
| 6 | 234 | |
| 4 | 217 | |
| 3 | 54 | 5.5% |
| 2 | 32 | 3.3% |
| 1 | 7 | 0.7% |
internal_memory
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.03673 |
| Minimum | 8 |
|---|---|
| Maximum | 1024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 64 |
| median | 128 |
| Q3 | 128 |
| 95-th percentile | 256 |
| Maximum | 1024 |
| Range | 1016 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 107.13452 |
|---|---|
| Coefficient of variation (CV) | 0.75962136 |
| Kurtosis | 24.315641 |
| Mean | 141.03673 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8301285 |
| Sum | 138216 |
| Variance | 11477.805 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 128 | 523 | |
| 64 | 193 | 19.7% |
| 256 | 157 | 16.0% |
| 32 | 67 | 6.8% |
| 512 | 22 | 2.2% |
| 16 | 12 | 1.2% |
| 1024 | 5 | 0.5% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 16 | 12 | 1.2% |
| 32 | 67 | 6.8% |
| 64 | 193 | 19.7% |
| 128 | 523 | |
| 256 | 157 | 16.0% |
| 512 | 22 | 2.2% |
| 1024 | 5 | 0.5% |
| Value | Count | Frequency (%) |
| 1024 | 5 | 0.5% |
| 512 | 22 | 2.2% |
| 256 | 157 | 16.0% |
| 128 | 523 | |
| 64 | 193 | 19.7% |
| 32 | 67 | 6.8% |
| 16 | 12 | 1.2% |
| 8 | 1 | 0.1% |
screen_size
Real number (ℝ)
HIGH CORRELATION
| Distinct | 79 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5367653 |
| Minimum | 3.54 |
|---|---|
| Maximum | 8.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 3.54 |
|---|---|
| 5-th percentile | 6.1 |
| Q1 | 6.5 |
| median | 6.58 |
| Q3 | 6.67 |
| 95-th percentile | 6.8 |
| Maximum | 8.03 |
| Range | 4.49 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.34916162 |
|---|---|
| Coefficient of variation (CV) | 0.053415046 |
| Kurtosis | 17.475291 |
| Mean | 6.5367653 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -2.116199 |
| Sum | 6406.03 |
| Variance | 0.12191384 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.5 | 119 | 12.1% |
| 6.67 | 97 | 9.9% |
| 6.7 | 93 | 9.5% |
| 6.6 | 91 | 9.3% |
| 6.43 | 43 | 4.4% |
| 6.4 | 43 | 4.4% |
| 6.58 | 40 | 4.1% |
| 6.8 | 35 | 3.6% |
| 6.78 | 33 | 3.4% |
| 6.1 | 31 | 3.2% |
| Other values (69) | 355 |
| Value | Count | Frequency (%) |
| 3.54 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 4.5 | 1 | 0.1% |
| 4.7 | 5 | |
| 5 | 5 | |
| 5.2 | 1 | 0.1% |
| 5.3 | 1 | 0.1% |
| 5.4 | 4 | |
| 5.42 | 1 | 0.1% |
| 5.45 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 8.03 | 4 | |
| 8.02 | 1 | 0.1% |
| 8.01 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 7.92 | 1 | 0.1% |
| 7.8 | 2 | |
| 7.6 | 3 | |
| 7.4 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| 7.1 | 3 |
refresh_rate
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.256122 |
| Minimum | 60 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 60 |
| median | 90 |
| Q3 | 120 |
| 95-th percentile | 121.2 |
| Maximum | 240 |
| Range | 180 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 28.988052 |
|---|---|
| Coefficient of variation (CV) | 0.31421277 |
| Kurtosis | -0.66553131 |
| Mean | 92.256122 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0.29773297 |
| Sum | 90411 |
| Variance | 840.30716 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 60 | 368 | |
| 120 | 344 | |
| 90 | 219 | |
| 144 | 39 | 4.0% |
| 165 | 9 | 0.9% |
| 240 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 60 | 368 | |
| 90 | 219 | |
| 120 | 344 | |
| 144 | 39 | 4.0% |
| 165 | 9 | 0.9% |
| 240 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 240 | 1 | 0.1% |
| 165 | 9 | 0.9% |
| 144 | 39 | 4.0% |
| 120 | 344 | |
| 90 | 219 | |
| 60 | 368 |
num_rear_cameras
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 980 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 551 | |
| 2 | 208 | 21.2% |
| 4 | 156 | 15.9% |
| 1 | 65 | 6.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 551 | |
| 2 | 208 | 21.2% |
| 4 | 156 | 15.9% |
| 1 | 65 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 551 | |
| 2 | 208 | 21.2% |
| 4 | 156 | 15.9% |
| 1 | 65 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 551 | |
| 2 | 208 | 21.2% |
| 4 | 156 | 15.9% |
| 1 | 65 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 551 | |
| 2 | 208 | 21.2% |
| 4 | 156 | 15.9% |
| 1 | 65 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 551 | |
| 2 | 208 | 21.2% |
| 4 | 156 | 15.9% |
| 1 | 65 | 6.6% |
os
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 14 |
| Missing (%) | 1.4% |
| Memory size | 7.8 KiB |
| android | |
|---|---|
| ios | 46 |
| other | 11 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.7867495 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6556 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ios |
|---|---|
| 2nd row | ios |
| 3rd row | ios |
| 4th row | ios |
| 5th row | ios |
Common Values
| Value | Count | Frequency (%) |
| android | 909 | |
| ios | 46 | 4.7% |
| other | 11 | 1.1% |
| (Missing) | 14 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| android | 909 | |
| ios | 46 | 4.8% |
| other | 11 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1818 | |
| o | 966 | |
| i | 955 | |
| r | 920 | |
| a | 909 | |
| n | 909 | |
| s | 46 | 0.7% |
| t | 11 | 0.2% |
| h | 11 | 0.2% |
| e | 11 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6556 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 1818 | |
| o | 966 | |
| i | 955 | |
| r | 920 | |
| a | 909 | |
| n | 909 | |
| s | 46 | 0.7% |
| t | 11 | 0.2% |
| h | 11 | 0.2% |
| e | 11 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6556 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 1818 | |
| o | 966 | |
| i | 955 | |
| r | 920 | |
| a | 909 | |
| n | 909 | |
| s | 46 | 0.7% |
| t | 11 | 0.2% |
| h | 11 | 0.2% |
| e | 11 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6556 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 1818 | |
| o | 966 | |
| i | 955 | |
| r | 920 | |
| a | 909 | |
| n | 909 | |
| s | 46 | 0.7% |
| t | 11 | 0.2% |
| h | 11 | 0.2% |
| e | 11 | 0.2% |
primary_camera_rear
Real number (ℝ)
HIGH CORRELATION
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.319286 |
| Minimum | 2 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 24 |
| median | 50 |
| Q3 | 64 |
| 95-th percentile | 108 |
| Maximum | 200 |
| Range | 198 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 33.000968 |
|---|---|
| Coefficient of variation (CV) | 0.65583141 |
| Kurtosis | 6.0646694 |
| Mean | 50.319286 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.7705786 |
| Sum | 49312.9 |
| Variance | 1089.0639 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 50 | 333 | |
| 64 | 181 | |
| 13 | 116 | 11.8% |
| 48 | 114 | 11.6% |
| 108 | 80 | 8.2% |
| 12 | 57 | 5.8% |
| 8 | 39 | 4.0% |
| 200 | 18 | 1.8% |
| 16 | 17 | 1.7% |
| 5 | 6 | 0.6% |
| Other values (8) | 19 | 1.9% |
| Value | Count | Frequency (%) |
| 2 | 2 | 0.2% |
| 5 | 6 | 0.6% |
| 8 | 39 | 4.0% |
| 12 | 57 | |
| 12.2 | 4 | 0.4% |
| 13 | 116 | |
| 16 | 17 | 1.7% |
| 20 | 3 | 0.3% |
| 24 | 2 | 0.2% |
| 40 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 200 | 18 | 1.8% |
| 108 | 80 | 8.2% |
| 64 | 181 | |
| 54 | 3 | 0.3% |
| 50.3 | 3 | 0.3% |
| 50 | 333 | |
| 48 | 114 | 11.6% |
| 47.2 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 24 | 2 | 0.2% |
primary_camera_front
Real number (ℝ)
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 5 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.589744 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 32 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 10.876944 |
|---|---|
| Coefficient of variation (CV) | 0.65564266 |
| Kurtosis | 2.2373327 |
| Mean | 16.589744 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.4392944 |
| Sum | 16175 |
| Variance | 118.3079 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 16 | 307 | |
| 8 | 178 | |
| 32 | 155 | |
| 5 | 119 | 12.1% |
| 12 | 50 | 5.1% |
| 13 | 42 | 4.3% |
| 20 | 37 | 3.8% |
| 10 | 25 | 2.6% |
| 50 | 12 | 1.2% |
| 60 | 10 | 1.0% |
| Other values (9) | 40 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 2 | 6 | 0.6% |
| 5 | 119 | 12.1% |
| 7 | 5 | 0.5% |
| 8 | 178 | |
| 10 | 25 | 2.6% |
| 11 | 6 | 0.6% |
| 12 | 50 | 5.1% |
| 13 | 42 | 4.3% |
| 16 | 307 |
| Value | Count | Frequency (%) |
| 60 | 10 | 1.0% |
| 50 | 12 | 1.2% |
| 48 | 2 | 0.2% |
| 44 | 8 | 0.8% |
| 40 | 6 | 0.6% |
| 32 | 155 | |
| 25 | 3 | 0.3% |
| 24 | 3 | 0.3% |
| 20 | 37 | 3.8% |
| 16 | 307 |
extended_memory_available
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 980 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0 | 362 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0 | 362 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0 | 362 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0 | 362 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0 | 362 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0 | 362 |
resolution_height
Real number (ℝ)
HIGH CORRELATION
| Distinct | 65 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2214.6633 |
| Minimum | 480 |
|---|---|
| Maximum | 3840 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 480 |
|---|---|
| 5-th percentile | 1440 |
| Q1 | 1612 |
| median | 2400 |
| Q3 | 2408 |
| 95-th percentile | 3120 |
| Maximum | 3840 |
| Range | 3360 |
| Interquartile range (IQR) | 796 |
Descriptive statistics
| Standard deviation | 516.48425 |
|---|---|
| Coefficient of variation (CV) | 0.23321119 |
| Kurtosis | 1.0007869 |
| Mean | 2214.6633 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | -0.69404011 |
| Sum | 2170370 |
| Variance | 266755.98 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2400 | 344 | |
| 1600 | 149 | |
| 2408 | 65 | 6.6% |
| 2412 | 58 | 5.9% |
| 2340 | 43 | 4.4% |
| 2460 | 39 | 4.0% |
| 3200 | 32 | 3.3% |
| 720 | 20 | 2.0% |
| 1612 | 18 | 1.8% |
| 1080 | 16 | 1.6% |
| Other values (55) | 196 |
| Value | Count | Frequency (%) |
| 480 | 3 | 0.3% |
| 640 | 1 | 0.1% |
| 720 | 20 | |
| 854 | 1 | 0.1% |
| 960 | 1 | 0.1% |
| 1080 | 16 | |
| 1280 | 2 | 0.2% |
| 1334 | 4 | 0.4% |
| 1440 | 5 | 0.5% |
| 1480 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3840 | 3 | 0.3% |
| 3412 | 1 | 0.1% |
| 3216 | 10 | 1.0% |
| 3214 | 1 | 0.1% |
| 3200 | 32 | |
| 3168 | 1 | 0.1% |
| 3120 | 4 | 0.4% |
| 3088 | 1 | 0.1% |
| 3080 | 4 | 0.4% |
| 3040 | 4 | 0.4% |
resolution_width
Real number (ℝ)
HIGH CORRELATION
| Distinct | 40 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1075.852 |
| Minimum | 480 |
|---|---|
| Maximum | 2460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 480 |
|---|---|
| 5-th percentile | 720 |
| Q1 | 1080 |
| median | 1080 |
| Q3 | 1080 |
| 95-th percentile | 1562 |
| Maximum | 2460 |
| Range | 1980 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 290.16493 |
|---|---|
| Coefficient of variation (CV) | 0.2697071 |
| Kurtosis | 6.4222267 |
| Mean | 1075.852 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8183849 |
| Sum | 1054335 |
| Variance | 84195.687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 1080 | 593 | |
| 720 | 206 | 21.0% |
| 1440 | 61 | 6.2% |
| 1170 | 16 | 1.6% |
| 1600 | 11 | 1.1% |
| 2400 | 9 | 0.9% |
| 1284 | 8 | 0.8% |
| 1290 | 5 | 0.5% |
| 750 | 5 | 0.5% |
| 1520 | 4 | 0.4% |
| Other values (30) | 62 | 6.3% |
| Value | Count | Frequency (%) |
| 480 | 2 | 0.2% |
| 640 | 1 | 0.1% |
| 720 | 206 | 21.0% |
| 750 | 5 | 0.5% |
| 828 | 3 | 0.3% |
| 854 | 3 | 0.3% |
| 1080 | 593 | |
| 1116 | 3 | 0.3% |
| 1170 | 16 | 1.6% |
| 1176 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2460 | 3 | 0.3% |
| 2408 | 3 | 0.3% |
| 2400 | 9 | |
| 2220 | 1 | 0.1% |
| 2200 | 2 | 0.2% |
| 2088 | 1 | 0.1% |
| 1916 | 4 | |
| 1914 | 1 | 0.1% |
| 1860 | 1 | 0.1% |
| 1812 | 2 | 0.2% |
| price | avg_rating | processor_speed | battery_capacity | fast_charging | ram_capacity | internal_memory | screen_size | refresh_rate | primary_camera_rear | primary_camera_front | resolution_height | resolution_width | brand_name | 5G_or_not | processor_brand | num_cores | fast_charging_available | num_rear_cameras | os | extended_memory_available | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.772 | 0.791 | -0.323 | 0.650 | 0.751 | 0.761 | 0.301 | 0.557 | 0.370 | 0.558 | 0.607 | 0.625 | 0.500 | 0.236 | 0.231 | 0.273 | 0.105 | 0.093 | 0.364 | 0.341 |
| avg_rating | 0.772 | 1.000 | 0.662 | -0.255 | 0.647 | 0.837 | 0.728 | 0.327 | 0.621 | 0.566 | 0.683 | 0.566 | 0.552 | 0.192 | 0.603 | 0.239 | 0.330 | 0.599 | 0.414 | 0.095 | 0.456 |
| processor_speed | 0.791 | 0.662 | 1.000 | -0.189 | 0.644 | 0.615 | 0.607 | 0.352 | 0.547 | 0.297 | 0.471 | 0.502 | 0.495 | 0.393 | 0.676 | 0.439 | 0.556 | 0.465 | 0.326 | 0.278 | 0.732 |
| battery_capacity | -0.323 | -0.255 | -0.189 | 1.000 | -0.245 | -0.135 | -0.116 | 0.300 | 0.065 | 0.159 | -0.128 | -0.009 | -0.184 | 0.607 | 0.179 | 0.256 | 0.351 | 0.225 | 0.207 | 0.333 | 0.150 |
| fast_charging | 0.650 | 0.647 | 0.644 | -0.245 | 1.000 | 0.649 | 0.555 | 0.406 | 0.612 | 0.469 | 0.591 | 0.388 | 0.429 | 0.232 | 0.451 | 0.130 | 0.000 | 1.000 | 0.162 | 0.045 | 0.623 |
| ram_capacity | 0.751 | 0.837 | 0.615 | -0.135 | 0.649 | 1.000 | 0.796 | 0.407 | 0.586 | 0.549 | 0.643 | 0.544 | 0.509 | 0.357 | 0.563 | 0.274 | 0.390 | 0.527 | 0.339 | 0.113 | 0.499 |
| internal_memory | 0.761 | 0.728 | 0.607 | -0.116 | 0.555 | 0.796 | 1.000 | 0.375 | 0.535 | 0.423 | 0.531 | 0.566 | 0.536 | 0.262 | 0.582 | 0.310 | 0.307 | 0.462 | 0.262 | 0.209 | 0.477 |
| screen_size | 0.301 | 0.327 | 0.352 | 0.300 | 0.406 | 0.407 | 0.375 | 1.000 | 0.474 | 0.394 | 0.258 | 0.393 | 0.319 | 0.582 | 0.230 | 0.284 | 0.451 | 0.379 | 0.314 | 0.355 | 0.360 |
| refresh_rate | 0.557 | 0.621 | 0.547 | 0.065 | 0.612 | 0.586 | 0.535 | 0.474 | 1.000 | 0.511 | 0.495 | 0.512 | 0.401 | 0.580 | 0.619 | 0.247 | 0.195 | 0.453 | 0.267 | 0.088 | 0.492 |
| primary_camera_rear | 0.370 | 0.566 | 0.297 | 0.159 | 0.469 | 0.549 | 0.423 | 0.394 | 0.511 | 1.000 | 0.607 | 0.389 | 0.330 | 0.241 | 0.389 | 0.244 | 0.307 | 0.603 | 0.372 | 0.186 | 0.151 |
| primary_camera_front | 0.558 | 0.683 | 0.471 | -0.128 | 0.591 | 0.643 | 0.531 | 0.258 | 0.495 | 0.607 | 1.000 | 0.429 | 0.476 | 0.250 | 0.427 | 0.233 | 0.334 | 0.496 | 0.402 | 0.245 | 0.333 |
| resolution_height | 0.607 | 0.566 | 0.502 | -0.009 | 0.388 | 0.544 | 0.566 | 0.393 | 0.512 | 0.389 | 0.429 | 1.000 | 0.596 | 0.460 | 0.541 | 0.368 | 0.561 | 0.592 | 0.409 | 0.492 | 0.434 |
| resolution_width | 0.625 | 0.552 | 0.495 | -0.184 | 0.429 | 0.509 | 0.536 | 0.319 | 0.401 | 0.330 | 0.476 | 0.596 | 1.000 | 0.343 | 0.530 | 0.238 | 0.273 | 0.573 | 0.356 | 0.132 | 0.420 |
| brand_name | 0.500 | 0.192 | 0.393 | 0.607 | 0.232 | 0.357 | 0.262 | 0.582 | 0.580 | 0.241 | 0.250 | 0.460 | 0.343 | 1.000 | 0.353 | 0.510 | 0.799 | 0.419 | 0.357 | 0.825 | 0.476 |
| 5G_or_not | 0.236 | 0.603 | 0.676 | 0.179 | 0.451 | 0.563 | 0.582 | 0.230 | 0.619 | 0.389 | 0.427 | 0.541 | 0.530 | 0.353 | 1.000 | 0.722 | 0.247 | 0.352 | 0.348 | 0.117 | 0.505 |
| processor_brand | 0.231 | 0.239 | 0.439 | 0.256 | 0.130 | 0.274 | 0.310 | 0.284 | 0.247 | 0.244 | 0.233 | 0.368 | 0.238 | 0.510 | 0.722 | 1.000 | 0.773 | 0.467 | 0.303 | 0.724 | 0.494 |
| num_cores | 0.273 | 0.330 | 0.556 | 0.351 | 0.000 | 0.390 | 0.307 | 0.451 | 0.195 | 0.307 | 0.334 | 0.561 | 0.273 | 0.799 | 0.247 | 0.773 | 1.000 | 0.364 | 0.276 | 0.689 | 0.269 |
| fast_charging_available | 0.105 | 0.599 | 0.465 | 0.225 | 1.000 | 0.527 | 0.462 | 0.379 | 0.453 | 0.603 | 0.496 | 0.592 | 0.573 | 0.419 | 0.352 | 0.467 | 0.364 | 1.000 | 0.520 | 0.092 | 0.161 |
| num_rear_cameras | 0.093 | 0.414 | 0.326 | 0.207 | 0.162 | 0.339 | 0.262 | 0.314 | 0.267 | 0.372 | 0.402 | 0.409 | 0.356 | 0.357 | 0.348 | 0.303 | 0.276 | 0.520 | 1.000 | 0.114 | 0.233 |
| os | 0.364 | 0.095 | 0.278 | 0.333 | 0.045 | 0.113 | 0.209 | 0.355 | 0.088 | 0.186 | 0.245 | 0.492 | 0.132 | 0.825 | 0.117 | 0.724 | 0.689 | 0.092 | 0.114 | 1.000 | 0.295 |
| extended_memory_available | 0.341 | 0.456 | 0.732 | 0.150 | 0.623 | 0.499 | 0.477 | 0.360 | 0.492 | 0.151 | 0.333 | 0.434 | 0.420 | 0.476 | 0.505 | 0.494 | 0.269 | 0.161 | 0.233 | 0.295 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| brand_name | model | price | avg_rating | 5G_or_not | processor_brand | num_cores | processor_speed | battery_capacity | fast_charging_available | fast_charging | ram_capacity | internal_memory | screen_size | refresh_rate | num_rear_cameras | os | primary_camera_rear | primary_camera_front | extended_memory_available | resolution_height | resolution_width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | apple | Apple iPhone 11 | 38999 | 7.3 | 0 | bionic | 6.0 | 2.65 | 3110.0 | 0 | NaN | 4 | 64 | 6.1 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 1792 | 828 |
| 1 | apple | Apple iPhone 11 (128GB) | 46999 | 7.5 | 0 | bionic | 6.0 | 2.65 | 3110.0 | 0 | NaN | 4 | 128 | 6.1 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 1792 | 828 |
| 2 | apple | Apple iPhone 11 Pro Max | 109900 | 7.7 | 0 | bionic | 6.0 | 2.65 | 3500.0 | 1 | 18.0 | 4 | 64 | 6.5 | 60 | 3 | ios | 12.0 | 12.0 | 0 | 2688 | 1242 |
| 3 | apple | Apple iPhone 12 | 51999 | 7.4 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 4 | 64 | 6.1 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 2532 | 1170 |
| 4 | apple | Apple iPhone 12 (128GB) | 55999 | 7.5 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 4 | 128 | 6.1 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 2532 | 1170 |
| 5 | apple | Apple iPhone 12 (256GB) | 67999 | 7.6 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 4 | 256 | 6.1 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 2532 | 1170 |
| 6 | apple | Apple iPhone 12 Mini | 40999 | 7.4 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 4 | 64 | 5.4 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 2340 | 1080 |
| 7 | apple | Apple iPhone 12 Mini (128GB) | 45999 | 7.5 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 4 | 128 | 5.4 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 2340 | 1080 |
| 8 | apple | Apple iPhone 12 Mini (256GB) | 55999 | 7.5 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 4 | 256 | 5.4 | 60 | 2 | ios | 12.0 | 12.0 | 0 | 2340 | 1080 |
| 9 | apple | Apple iPhone 12 Pro (256GB) | 119900 | 8.0 | 1 | bionic | 6.0 | 3.10 | NaN | 0 | NaN | 6 | 256 | 6.1 | 60 | 3 | ios | 12.0 | 12.0 | 0 | 2532 | 1170 |
| brand_name | model | price | avg_rating | 5G_or_not | processor_brand | num_cores | processor_speed | battery_capacity | fast_charging_available | fast_charging | ram_capacity | internal_memory | screen_size | refresh_rate | num_rear_cameras | os | primary_camera_rear | primary_camera_front | extended_memory_available | resolution_height | resolution_width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 970 | xiaomi | Xiaomi Redmi Note 13 Pro Max 5G | 20499 | 8.3 | 1 | snapdragon | 8.0 | 2.36 | 5200.0 | 1 | 67.0 | 6 | 128 | 6.67 | 120 | 4 | android | 108.0 | 32.0 | 1 | 2460 | 1080 |
| 971 | xiaomi | Xiaomi Redmi Note 4 | 10300 | 6.5 | 0 | snapdragon | 8.0 | 2.00 | 4100.0 | 0 | NaN | 4 | 64 | 5.50 | 60 | 1 | android | 13.0 | 5.0 | 1 | 1920 | 1080 |
| 972 | xiaomi | Xiaomi Redmi Note 8 2021 | 9990 | 7.5 | 0 | helio | 8.0 | 2.00 | 4000.0 | 1 | 18.0 | 4 | 64 | 6.30 | 60 | 4 | android | 48.0 | 13.0 | 1 | 2340 | 1080 |
| 973 | xiaomi | Xiaomi Redmi Note 8 Pro | 16999 | 7.8 | 0 | helio | 8.0 | 2.05 | 4500.0 | 1 | 18.0 | 6 | 64 | 6.53 | 60 | 4 | android | 64.0 | 20.0 | 1 | 2340 | 1080 |
| 974 | xiaomi | Xiaomi Redmi Note 9 | 11989 | 7.5 | 0 | helio | 8.0 | 2.00 | 5020.0 | 1 | 22.0 | 4 | 64 | 6.53 | 60 | 4 | android | 48.0 | 13.0 | 1 | 2340 | 1080 |
| 975 | xiaomi | Xiaomi Redmi Note 9 Pro | 13999 | 7.5 | 0 | snapdragon | 8.0 | 2.30 | 5020.0 | 1 | 18.0 | 4 | 64 | 6.67 | 60 | 4 | android | 48.0 | 16.0 | 1 | 2400 | 1080 |
| 976 | xiaomi | Xiaomi Redmi Note 9 Pro (4GB RAM + 128GB) | 14439 | 7.7 | 0 | snapdragon | 8.0 | 2.30 | 5020.0 | 1 | 18.0 | 4 | 128 | 6.67 | 60 | 4 | android | 48.0 | 16.0 | 1 | 2400 | 1080 |
| 977 | xiaomi | Xiaomi Redmi Note 9 Pro Max | 16490 | 8.0 | 0 | snapdragon | 8.0 | 2.30 | 5020.0 | 1 | 33.0 | 6 | 64 | 6.67 | 60 | 4 | android | 64.0 | 32.0 | 1 | 2400 | 1080 |
| 978 | zte | ZTE Axon 30S | 19999 | 8.2 | 1 | snapdragon | 8.0 | 3.20 | 4200.0 | 1 | 55.0 | 6 | 128 | 6.90 | 120 | 4 | android | 50.0 | 16.0 | 1 | 2460 | 1080 |
| 979 | zte | ZTE Axon 40 Ultra 5G | 61990 | 8.9 | 1 | snapdragon | 8.0 | 3.00 | 5000.0 | 1 | 65.0 | 8 | 128 | 6.80 | 120 | 3 | android | 64.0 | 16.0 | 0 | 2480 | 1116 |